Title :
Fuzzy sliding-mode control based on state for robotic manipulators
Author :
Chen, Wei-dong ; Wang, Hai-tao ; Tang, De-zhi ; Wang, Hong-rui
Author_Institution :
Dept. of Electron. Eng., Yanshan Univ., Qinhuangdao, China
Abstract :
In this paper, a novel fuzzy sliding mode controller for robotic manipulator is proposed. The use of a boundary layer in sliding-mode control has been a common technique to reduce chattering of the control signal. However, different choices of the boundary layer width lead to conflicting effects: A large/small width of the boundary layer can more/less effectively alleviate the chattering of the control, but can lead to less/more accurate control results. This note applies fuzzy logic based on the state to adjusting the width of the boundary layer. This method can effectively eliminate chattering while at the same time ensure almost perfect control accuracy.
Keywords :
fuzzy control; fuzzy logic; manipulators; variable structure systems; boundary layer control; fuzzy logic; fuzzy sliding-mode control; robotic manipulators; Control systems; Convergence; Fuzzy control; Fuzzy logic; Manipulators; Motion control; Robots; Sliding mode control; Tracking; Uncertain systems;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259618